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The Influence of Risk-taking on Bank Efficiency : Evidence from Colombia

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  • Sarmiento Paipilla, N.M.

    (Tilburg University, School of Economics and Management)

  • Galán, Jorge E.

Abstract

This paper presents a stochastic frontier model with random inefficiency parameters which captures the influence of risk-taking on bank efficiency and distinguishes the effects among banks with different characteristics. The model is fitted to a 10-year sample of Colombian banks. Cost and profit efficiency are found to be over and underestimated, respectively, when risk measures are omitted or are not accurately modelled. Moreover, the magnitudes at which similar levels of risk affect bank efficiency vary with size and affiliation. In particular, domestic and small Colombian banks benefit more from being highly capitalised, while large and foreign banks benefit from higher exposure to credit and market risk. Holding more liquid assets is found to affect efficiency only at domestic banks. Lastly, we identify some channels that can explain these differences and provide insights for prudential regulation.
(This abstract was borrowed from another version of this item.)
(This abstract was borrowed from another version of this item.)

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  • Sarmiento Paipilla, N.M. & Galán, Jorge E., 2015. "The Influence of Risk-taking on Bank Efficiency : Evidence from Colombia," Other publications TiSEM f7a73cdb-55a2-40d3-936f-7, Tilburg University, School of Economics and Management.
  • Handle: RePEc:tiu:tiutis:f7a73cdb-55a2-40d3-936f-72db9ffb8fa8
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    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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